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[W]e saw that mental representation is about percepts, mental simulations, conceptual representations... [C]onceptual representations give us concept… - Joscha Bach
" "[W]e saw that mental representation is about percepts, mental simulations, conceptual representations... [C]onceptual representations give us concept spaces, and... these concept spaces... give us an interface for our mental representations we can use to address and manipulate them, and we can share them in cultures. [T]hese concepts are compositional. We can put them together to create new concepts. ...[T]hey can be described using higher dimensional vector spaces. They [vectors] don't do mental simulation and prediction, and so on, but we can capture regularity in our concepts with them.
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About Joscha Bach
, also known as “the wizard of consciousness”(born 1973 in Weimar, Germany) is a cognitive scientist focusing on cognitive architectures, models of mental representation, emotion, motivation and sociality. Achievements include research in novel data compression algorithm using concurrent entropy models; development of microPsi cognitive architecture for modeling emotion, motivation, mental representation. In 2000, Bach graduated with a diploma in Computer Science from Berlin, followed by a Doctor of Philosophy at Osnabrück University, Germany, in 2006. Before joining , he worked as a visiting researcher at the and the Harvard Program for Evolutionary Dynamics. Fact finding reports by the and found that Bach’s research was supported with more than $150,000 by the Foundation.
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Additional quotes by Joscha Bach
All our access to mathematics... is because we do computation. We can understand mathematics because our brain can compute some part of mathematics, very very little of it and to a very constrained complexity, but enough so we can map some of the infinite complexity and noncomputability of mathematics into computational patterns which we can explore.
[Y]ou don't know this state in which you don't have a self. You can turn off yourself... You can... meditate yourself [into] a state where you are still conscious, where still things are happening, where you know everything that you knew before, but you're no longer identified with changing anything. ...[T]his means that your self ...dissolves. There is no longer this person... you know that this person construct exists in other states and it runs on this brain... but it's not a real thing. It's a construct. It's an idea... and you can change that idea, and if you let go of this idea... If you don't think you are special, you realize it's just one of many people, and it's not your favorite person even... It's just one of many, and it's the one that you are doomed to control... and that is... informing the actions of this organism as a control model. This is all there is, and you are somehow afraid that this control model gets interrupted, or loses the identity of continuity.
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What's the best algorithm that you should be using to fix your world model? ...This question ...has been answered for the first time by in the 1960s. He discovered an algorithm that you can apply when you've discovered that you're a robot and all you've got is data. What is the world like? ...[H]is algorithm is... a combination of Bayesian Reasoning, Induction and Occam's Razor. ...[W]e can mathematically prove that we cannot do better than Solomonoff Induction. Unfortunately, Solomonoff Induction is not quite computable.
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